My Data

Dataset statistics

Number of variables	27
Number of observations	55692
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	11.5 MiB
Average record size in memory	216.0 B

Variable types

Numeric	20
Categorical	5
Boolean	2

Alerts

`oral` has constant value ""	Constant
`hearing(left)` is highly imbalanced (82.8%)	Imbalance
`hearing(right)` is highly imbalanced (82.5%)	Imbalance
`AST` is highly skewed (γ1 = 25.14752832)	Skewed
`ALT` is highly skewed (γ1 = 34.68679686)	Skewed
`ID` is uniformly distributed	Uniform
`ID` has unique values	Unique

Reproduction

Analysis started	2024-04-03 18:34:17.427108
Analysis finished	2024-04-03 18:34:38.669500
Duration	21.24 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

ID
Real number (ℝ)

UNIFORM UNIQUE

Distinct	55692
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27845.5

Minimum	0
Maximum	55691
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	0
5-th percentile	2784.55
Q1	13922.75
median	27845.5
Q3	41768.25
95-th percentile	52906.45
Maximum	55691
Range	55691
Interquartile range (IQR)	27845.5

Descriptive statistics

Standard deviation	16077.04
Coefficient of variation (CV)	0.57736582
Kurtosis	-1.2
Mean	27845.5
Median Absolute Deviation (MAD)	13923
Skewness	-8.642558 × 10^-17
Sum	1.5507716 × 10⁹
Variance	2.5847121 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
46400	1	< 0.1%
46387	1	< 0.1%
46388	1	< 0.1%
46389	1	< 0.1%
46390	1	< 0.1%
46391	1	< 0.1%
46392	1	< 0.1%
46394	1	< 0.1%
46395	1	< 0.1%
Other values (55682)	55682	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
55691	1	< 0.1%
55690	1	< 0.1%
55689	1	< 0.1%
55688	1	< 0.1%
55687	1	< 0.1%
55686	1	< 0.1%
55685	1	< 0.1%
55684	1	< 0.1%
55683	1	< 0.1%
55682	1	< 0.1%

gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	435.2 KiB

M	35401
F	20291

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	55692
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F
2nd row	F
3rd row	M
4th row	M
5th row	F

Common Values

Value	Count	Frequency (%)
M	35401	63.6%
F	20291	36.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
m	35401	63.6%
f	20291	36.4%

Most occurring characters

Value	Count	Frequency (%)
M	35401	63.6%
F	20291	36.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	55692	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	35401	63.6%
F	20291	36.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	55692	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	35401	63.6%
F	20291	36.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	55692	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	35401	63.6%
F	20291	36.4%

age
Real number (ℝ)

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.182917

Minimum	20
Maximum	85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	20
5-th percentile	25
Q1	40
median	40
Q3	55
95-th percentile	65
Maximum	85
Range	65
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	12.071418
Coefficient of variation (CV)	0.27321459
Kurtosis	-0.15644929
Mean	44.182917
Median Absolute Deviation (MAD)	10
Skewness	0.26805347
Sum	2460635
Variance	145.71912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
40	15181	27.3%
45	7037	12.6%
60	6167	11.1%
50	5549	10.0%
55	5020	9.0%
35	4480	8.0%
30	4056	7.3%
25	3525	6.3%
20	1605	2.9%
65	1336	2.4%
Other values (4)	1736	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	1605	2.9%
25	3525	6.3%
30	4056	7.3%
35	4480	8.0%
40	15181	27.3%
45	7037	12.6%
50	5549	10.0%
55	5020	9.0%
60	6167	11.1%
65	1336	2.4%

Value	Count	Frequency (%)
85	15	< 0.1%
80	280	0.5%
75	614	1.1%
70	827	1.5%
65	1336	2.4%
60	6167	11.1%
55	5020	9.0%
50	5549	10.0%
45	7037	12.6%
40	15181	27.3%

height(cm)
Real number (ℝ)

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164.64932

Minimum	130
Maximum	190
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	130
5-th percentile	150
Q1	160
median	165
Q3	170
95-th percentile	180
Maximum	190
Range	60
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	9.1945969
Coefficient of variation (CV)	0.055843515
Kurtosis	-0.60969868
Mean	164.64932
Median Absolute Deviation (MAD)	5
Skewness	-0.1422381
Sum	9169650
Variance	84.540612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
170	11381	20.4%
165	9949	17.9%
160	8919	16.0%
175	8009	14.4%
155	7627	13.7%
150	4492	8.1%
180	3149	5.7%
145	1236	2.2%
185	681	1.2%
140	205	0.4%
Other values (3)	44	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
130	1	< 0.1%
135	6	< 0.1%
140	205	0.4%
145	1236	2.2%
150	4492	8.1%
155	7627	13.7%
160	8919	16.0%
165	9949	17.9%
170	11381	20.4%
175	8009	14.4%

Value	Count	Frequency (%)
190	37	0.1%
185	681	1.2%
180	3149	5.7%
175	8009	14.4%
170	11381	20.4%
165	9949	17.9%
160	8919	16.0%
155	7627	13.7%
150	4492	8.1%
145	1236	2.2%

weight(kg)
Real number (ℝ)

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.864936

Minimum	30
Maximum	135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	30
5-th percentile	45
Q1	55
median	65
Q3	75
95-th percentile	90
Maximum	135
Range	105
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	12.820306
Coefficient of variation (CV)	0.19464538
Kurtosis	0.30261342
Mean	65.864936
Median Absolute Deviation (MAD)	10
Skewness	0.53404231
Sum	3668150
Variance	164.36024
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
65	8196	14.7%
60	8139	14.6%
70	7722	13.9%
55	7326	13.2%
75	6088	10.9%
50	5564	10.0%
80	4117	7.4%
85	2529	4.5%
45	2370	4.3%
90	1477	2.7%
Other values (12)	2164	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	7	< 0.1%
35	39	0.1%
40	468	0.8%
45	2370	4.3%
50	5564	10.0%
55	7326	13.2%
60	8139	14.6%
65	8196	14.7%
70	7722	13.9%
75	6088	10.9%

Value	Count	Frequency (%)
135	1	< 0.1%
130	4	< 0.1%
125	8	< 0.1%
120	23	< 0.1%
115	49	0.1%
110	113	0.2%
105	200	0.4%
100	436	0.8%
95	816	1.5%
90	1477	2.7%

waist(cm)
Real number (ℝ)

Distinct	566
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.046418

Minimum	51
Maximum	129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	51
5-th percentile	67
Q1	76
median	82
Q3	88
95-th percentile	98
Maximum	129
Range	78
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	9.2742228
Coefficient of variation (CV)	0.11303629
Kurtosis	0.1343937
Mean	82.046418
Median Absolute Deviation (MAD)	6
Skewness	0.24239007
Sum	4569329.1
Variance	86.011208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	1917	3.4%
82	1775	3.2%
81	1737	3.1%
84	1695	3.0%
78	1667	3.0%
86	1619	2.9%
85	1610	2.9%
83	1593	2.9%
79	1515	2.7%
76	1506	2.7%
Other values (556)	39058	70.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
51	2	< 0.1%
53	1	< 0.1%
54	2	< 0.1%
55	5	< 0.1%
56	5	< 0.1%
56.2	2	< 0.1%
56.4	1	< 0.1%
56.6	1	< 0.1%
57	8	< 0.1%
57.2	1	< 0.1%

Value	Count	Frequency (%)
129	1	< 0.1%
128	1	< 0.1%
127.7	1	< 0.1%
127	2	< 0.1%
125.8	2	< 0.1%
124.4	1	< 0.1%
124	3	< 0.1%
123	1	< 0.1%
122.5	1	< 0.1%
122	1	< 0.1%

eyesight(left)
Real number (ℝ)

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.012623

Minimum	0.1
Maximum	9.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.4
Q1	0.8
median	1
Q3	1.2
95-th percentile	1.5
Maximum	9.9
Range	9.8
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.48687328
Coefficient of variation (CV)	0.48080409
Kurtosis	181.06098
Mean	1.012623
Median Absolute Deviation (MAD)	0.2
Skewness	9.9876508
Sum	56395
Variance	0.23704559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
1.2	12746	22.9%
1	12217	21.9%
1.5	7825	14.1%
0.8	5267	9.5%
0.9	5125	9.2%
0.7	4445	8.0%
0.6	2508	4.5%
0.5	2113	3.8%
0.4	1218	2.2%
0.3	881	1.6%
Other values (9)	1347	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	354	0.6%
0.2	464	0.8%
0.3	881	1.6%
0.4	1218	2.2%
0.5	2113	3.8%
0.6	2508	4.5%
0.7	4445	8.0%
0.8	5267	9.5%
0.9	5125	9.2%
1	12217	21.9%

Value	Count	Frequency (%)
9.9	92	0.2%
2	401	0.7%
1.9	2	< 0.1%
1.8	1	< 0.1%
1.6	20	< 0.1%
1.5	7825	14.1%
1.3	10	< 0.1%
1.2	12746	22.9%
1.1	3	< 0.1%
1	12217	21.9%

eyesight(right)
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0074427

Minimum	0.1
Maximum	9.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.4
Q1	0.8
median	1
Q3	1.2
95-th percentile	1.5
Maximum	9.9
Range	9.8
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.48596441
Coefficient of variation (CV)	0.48237423
Kurtosis	182.86838
Mean	1.0074427
Median Absolute Deviation (MAD)	0.2
Skewness	10.059531
Sum	56106.5
Variance	0.23616141
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1.2	12539	22.5%
1	12498	22.4%
1.5	7536	13.5%
0.8	5418	9.7%
0.9	5277	9.5%
0.7	4325	7.8%
0.6	2402	4.3%
0.5	2160	3.9%
0.4	1309	2.4%
0.3	842	1.5%
Other values (7)	1386	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	366	0.7%
0.2	522	0.9%
0.3	842	1.5%
0.4	1309	2.4%
0.5	2160	3.9%
0.6	2402	4.3%
0.7	4325	7.8%
0.8	5418	9.7%
0.9	5277	9.5%
1	12498	22.4%

Value	Count	Frequency (%)
9.9	92	0.2%
2	377	0.7%
1.6	20	< 0.1%
1.5	7536	13.5%
1.3	7	< 0.1%
1.2	12539	22.5%
1.1	2	< 0.1%
1	12498	22.4%
0.9	5277	9.5%
0.8	5418	9.7%

hearing(left)
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	435.2 KiB

1.0	54267
2.0	1425

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	167076
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	54267	97.4%
2.0	1425	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	54267	97.4%
2.0	1425	2.6%

Most occurring characters

Value	Count	Frequency (%)
.	55692	33.3%
0	55692	33.3%
1	54267	32.5%
2	1425	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	111384	66.7%
Other Punctuation	55692	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	55692	50.0%
1	54267	48.7%
2	1425	1.3%

Other Punctuation

Value	Count	Frequency (%)
.	55692	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	167076	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	55692	33.3%
0	55692	33.3%
1	54267	32.5%
2	1425	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	167076	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	55692	33.3%
0	55692	33.3%
1	54267	32.5%
2	1425	0.9%

hearing(right)
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	435.2 KiB

1.0	54236
2.0	1456

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	167076
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	54236	97.4%
2.0	1456	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	54236	97.4%
2.0	1456	2.6%

Most occurring characters

Value	Count	Frequency (%)
.	55692	33.3%
0	55692	33.3%
1	54236	32.5%
2	1456	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	111384	66.7%
Other Punctuation	55692	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	55692	50.0%
1	54236	48.7%
2	1456	1.3%

Other Punctuation

Value	Count	Frequency (%)
.	55692	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	167076	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	55692	33.3%
0	55692	33.3%
1	54236	32.5%
2	1456	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	167076	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	55692	33.3%
0	55692	33.3%
1	54236	32.5%
2	1456	0.9%

systolic
Real number (ℝ)

Distinct	130
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	121.49422

Minimum	71
Maximum	240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	71
5-th percentile	100
Q1	112
median	120
Q3	130
95-th percentile	144
Maximum	240
Range	169
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	13.675989
Coefficient of variation (CV)	0.11256494
Kurtosis	1.3061712
Mean	121.49422
Median Absolute Deviation (MAD)	10
Skewness	0.46977958
Sum	6766256
Variance	187.03268
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110	3490	6.3%
120	3427	6.2%
130	3273	5.9%
118	2992	5.4%
124	1543	2.8%
128	1538	2.8%
116	1528	2.7%
119	1507	2.7%
100	1485	2.7%
122	1478	2.7%
Other values (120)	33431	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
71	1	< 0.1%
72	1	< 0.1%
74	1	< 0.1%
79	2	< 0.1%
80	3	< 0.1%
81	7	< 0.1%
82	7	< 0.1%
83	6	< 0.1%
84	8	< 0.1%
85	3	< 0.1%

Value	Count	Frequency (%)
240	1	< 0.1%
233	1	< 0.1%
223	1	< 0.1%
220	1	< 0.1%
213	1	< 0.1%
208	1	< 0.1%
204	3	< 0.1%
203	3	< 0.1%
200	2	< 0.1%
199	5	< 0.1%

relaxation
Real number (ℝ)

Distinct	95
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	76.00483

Minimum	40
Maximum	146
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	40
5-th percentile	60
Q1	70
median	76
Q3	82
95-th percentile	91
Maximum	146
Range	106
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	9.6792778
Coefficient of variation (CV)	0.12735082
Kurtosis	0.96270735
Mean	76.00483
Median Absolute Deviation (MAD)	6
Skewness	0.39460244
Sum	4232861
Variance	93.688418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	5435	9.8%
70	5226	9.4%
78	3183	5.7%
60	2182	3.9%
72	2159	3.9%
74	2103	3.8%
76	2040	3.7%
75	1854	3.3%
82	1769	3.2%
84	1715	3.1%
Other values (85)	28026	50.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	5	< 0.1%
42	1	< 0.1%
44	3	< 0.1%
45	1	< 0.1%
46	5	< 0.1%
47	3	< 0.1%
48	10	< 0.1%
49	8	< 0.1%
50	34	0.1%
51	58	0.1%

Value	Count	Frequency (%)
146	3	< 0.1%
140	2	< 0.1%
137	1	< 0.1%
136	2	< 0.1%
134	1	< 0.1%
133	2	< 0.1%
132	2	< 0.1%
130	2	< 0.1%
129	1	< 0.1%
128	3	< 0.1%

fasting blood sugar
Real number (ℝ)

Distinct	276
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.312325

Minimum	46
Maximum	505
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	46
5-th percentile	80
Q1	89
median	96
Q3	104
95-th percentile	130
Maximum	505
Range	459
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	20.795591
Coefficient of variation (CV)	0.20939588
Kurtosis	36.299052
Mean	99.312325
Median Absolute Deviation (MAD)	7
Skewness	4.5094116
Sum	5530902
Variance	432.45662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94	2213	4.0%
97	2151	3.9%
93	2141	3.8%
92	2133	3.8%
95	2132	3.8%
91	2098	3.8%
98	2025	3.6%
96	1993	3.6%
90	1984	3.6%
99	1962	3.5%
Other values (266)	34860	62.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46	2	< 0.1%
48	1	< 0.1%
51	1	< 0.1%
54	1	< 0.1%
55	2	< 0.1%
56	3	< 0.1%
57	3	< 0.1%
58	1	< 0.1%
59	5	< 0.1%
60	10	< 0.1%

Value	Count	Frequency (%)
505	1	< 0.1%
475	1	< 0.1%
423	1	< 0.1%
398	2	< 0.1%
391	1	< 0.1%
386	1	< 0.1%
375	2	< 0.1%
369	4	< 0.1%
365	1	< 0.1%
363	1	< 0.1%

Cholesterol
Real number (ℝ)

Distinct	286
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	196.90142

Minimum	55
Maximum	445
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	55
5-th percentile	141
Q1	172
median	195
Q3	220
95-th percentile	259
Maximum	445
Range	390
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	36.29794
Coefficient of variation (CV)	0.18434575
Kurtosis	0.60506769
Mean	196.90142
Median Absolute Deviation (MAD)	24
Skewness	0.39235544
Sum	10965834
Variance	1317.5405
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
199	696	1.2%
192	664	1.2%
198	654	1.2%
187	650	1.2%
189	639	1.1%
197	639	1.1%
188	638	1.1%
178	637	1.1%
190	634	1.1%
195	634	1.1%
Other values (276)	49207	88.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
55	1	< 0.1%
72	1	< 0.1%
77	2	< 0.1%
84	1	< 0.1%
86	2	< 0.1%
87	1	< 0.1%
90	3	< 0.1%
91	6	< 0.1%
92	4	< 0.1%
93	5	< 0.1%

Value	Count	Frequency (%)
445	1	< 0.1%
442	1	< 0.1%
441	1	< 0.1%
419	1	< 0.1%
410	1	< 0.1%
406	1	< 0.1%
395	1	< 0.1%
393	2	< 0.1%
386	1	< 0.1%
380	2	< 0.1%

triglyceride
Real number (ℝ)

Distinct	390
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.6657

Minimum	8
Maximum	999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	8
5-th percentile	46
Q1	74
median	108
Q3	160
95-th percentile	278
Maximum	999
Range	991
Interquartile range (IQR)	86

Descriptive statistics

Standard deviation	71.639817
Coefficient of variation (CV)	0.56558183
Kurtosis	1.8916938
Mean	126.6657
Median Absolute Deviation (MAD)	39
Skewness	1.3134029
Sum	7054266
Variance	5132.2634
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
71	524	0.9%
82	498	0.9%
79	494	0.9%
83	486	0.9%
85	477	0.9%
67	464	0.8%
78	462	0.8%
80	461	0.8%
69	460	0.8%
59	457	0.8%
Other values (380)	50909	91.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	< 0.1%
11	1	< 0.1%
15	1	< 0.1%
16	5	< 0.1%
19	3	< 0.1%
20	8	< 0.1%
21	10	< 0.1%
22	8	< 0.1%
23	10	< 0.1%
24	15	< 0.1%

Value	Count	Frequency (%)
999	1	< 0.1%
548	1	< 0.1%
466	2	< 0.1%
432	2	< 0.1%
405	1	< 0.1%
399	17	< 0.1%
398	9	< 0.1%
397	21	< 0.1%
396	6	< 0.1%
395	11	< 0.1%

HDL
Real number (ℝ)

Distinct	126
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.290347

Minimum	4
Maximum	618
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	4
5-th percentile	37
Q1	47
median	55
Q3	66
95-th percentile	84
Maximum	618
Range	614
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.738963
Coefficient of variation (CV)	0.25726782
Kurtosis	41.771658
Mean	57.290347
Median Absolute Deviation (MAD)	9
Skewness	1.955282
Sum	3190614
Variance	217.23702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	1686	3.0%
51	1678	3.0%
50	1657	3.0%
56	1643	3.0%
53	1640	2.9%
55	1624	2.9%
49	1610	2.9%
47	1603	2.9%
48	1583	2.8%
52	1576	2.8%
Other values (116)	39392	70.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	3	< 0.1%
11	1	< 0.1%
14	1	< 0.1%
17	2	< 0.1%
18	4	< 0.1%
21	2	< 0.1%
22	3	< 0.1%
23	5	< 0.1%
24	11	< 0.1%
25	15	< 0.1%

Value	Count	Frequency (%)
618	1	< 0.1%
359	1	< 0.1%
159	1	< 0.1%
157	1	< 0.1%
155	1	< 0.1%
148	2	< 0.1%
144	1	< 0.1%
136	2	< 0.1%
135	2	< 0.1%
133	5	< 0.1%

LDL
Real number (ℝ)

Distinct	289
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	114.9645

Minimum	1
Maximum	1860
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	1
5-th percentile	62.55
Q1	92
median	113
Q3	136
95-th percentile	171
Maximum	1860
Range	1859
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	40.926476
Coefficient of variation (CV)	0.35599229
Kurtosis	352.10735
Mean	114.9645
Median Absolute Deviation (MAD)	22
Skewness	10.673511
Sum	6402603
Variance	1674.9765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110	727	1.3%
112	726	1.3%
107	703	1.3%
121	702	1.3%
106	694	1.2%
111	693	1.2%
101	683	1.2%
116	682	1.2%
114	680	1.2%
96	679	1.2%
Other values (279)	48723	87.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	< 0.1%
4	1	< 0.1%
7	2	< 0.1%
9	1	< 0.1%
10	2	< 0.1%
11	1	< 0.1%
12	5	< 0.1%
13	4	< 0.1%
14	1	< 0.1%
15	4	< 0.1%

Value	Count	Frequency (%)
1860	1	< 0.1%
1810	1	< 0.1%
1660	2	< 0.1%
1600	1	< 0.1%
1560	1	< 0.1%
1400	1	< 0.1%
1340	1	< 0.1%
1260	1	< 0.1%
1220	1	< 0.1%
1200	2	< 0.1%

hemoglobin
Real number (ℝ)

Distinct	145
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.622592

Minimum	4.9
Maximum	21.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	4.9
5-th percentile	12.1
Q1	13.6
median	14.8
Q3	15.8
95-th percentile	16.9
Maximum	21.1
Range	16.2
Interquartile range (IQR)	2.2

Descriptive statistics

Standard deviation	1.5644984
Coefficient of variation (CV)	0.10699187
Kurtosis	1.2124322
Mean	14.622592
Median Absolute Deviation (MAD)	1.1
Skewness	-0.65523701
Sum	814361.4
Variance	2.4476554
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	1523	2.7%
15.4	1522	2.7%
15.6	1497	2.7%
15.3	1492	2.7%
15.5	1475	2.6%
15.7	1459	2.6%
15.8	1408	2.5%
15.2	1401	2.5%
14.9	1393	2.5%
15.1	1361	2.4%
Other values (135)	41161	73.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.9	2	< 0.1%
5	2	< 0.1%
5.5	2	< 0.1%
5.8	2	< 0.1%
5.9	1	< 0.1%
6.1	1	< 0.1%
6.2	1	< 0.1%
6.3	5	< 0.1%
6.4	1	< 0.1%
6.6	3	< 0.1%

Value	Count	Frequency (%)
21.1	1	< 0.1%
20.9	2	< 0.1%
20.4	1	< 0.1%
20	2	< 0.1%
19.8	1	< 0.1%
19.7	2	< 0.1%
19.6	2	< 0.1%
19.5	1	< 0.1%
19.4	1	< 0.1%
19.3	4	< 0.1%

Urine protein
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0872118

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	6
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4048824
Coefficient of variation (CV)	0.37240435
Kurtosis	36.427311
Mean	1.0872118
Median Absolute Deviation (MAD)	0
Skewness	5.6250876
Sum	60549
Variance	0.16392976
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	52599	94.4%
2	1795	3.2%
3	940	1.7%
4	260	0.5%
5	88	0.2%
6	10	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	52599	94.4%
2	1795	3.2%
3	940	1.7%
4	260	0.5%
5	88	0.2%
6	10	< 0.1%

Value	Count	Frequency (%)
6	10	< 0.1%
5	88	0.2%
4	260	0.5%
3	940	1.7%
2	1795	3.2%
1	52599	94.4%

serum creatinine
Real number (ℝ)

Distinct	38
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.88573763

Minimum	0.1
Maximum	11.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.6
Q1	0.8
median	0.9
Q3	1
95-th percentile	1.2
Maximum	11.6
Range	11.5
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.22152414
Coefficient of variation (CV)	0.25010131
Kurtosis	364.44336
Mean	0.88573763
Median Absolute Deviation (MAD)	0.1
Skewness	9.4019276
Sum	49328.5
Variance	0.049072945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0.9	11293	20.3%
0.8	10508	18.9%
1	9718	17.4%
0.7	7465	13.4%
1.1	6161	11.1%
0.6	4493	8.1%
1.2	2907	5.2%
0.5	1493	2.7%
1.3	898	1.6%
1.4	292	0.5%
Other values (28)	464	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	23	< 0.1%
0.2	2	< 0.1%
0.3	15	< 0.1%
0.4	206	0.4%
0.5	1493	2.7%
0.6	4493	8.1%
0.7	7465	13.4%
0.8	10508	18.9%
0.9	11293	20.3%
1	9718	17.4%

Value	Count	Frequency (%)
11.6	1	< 0.1%
10.3	1	< 0.1%
10	2	< 0.1%
9.9	1	< 0.1%
7.5	1	< 0.1%
7.4	2	< 0.1%
6.4	1	< 0.1%
5.9	1	< 0.1%
5	1	< 0.1%
3.4	2	< 0.1%

AST
Real number (ℝ)

SKEWED

Distinct	219
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.182935

Minimum	6
Maximum	1311
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	6
5-th percentile	15
Q1	19
median	23
Q3	28
95-th percentile	45
Maximum	1311
Range	1305
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	19.35546
Coefficient of variation (CV)	0.73923951
Kurtosis	1182.1924
Mean	26.182935
Median Absolute Deviation (MAD)	4
Skewness	25.147528
Sum	1458180
Variance	374.63382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	3817	6.9%
21	3748	6.7%
22	3609	6.5%
19	3575	6.4%
23	3375	6.1%
18	3239	5.8%
24	3158	5.7%
25	2728	4.9%
17	2697	4.8%
26	2305	4.1%
Other values (209)	23441	42.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	2	< 0.1%
7	3	< 0.1%
8	3	< 0.1%
9	25	< 0.1%
10	47	0.1%
11	107	0.2%
12	281	0.5%
13	555	1.0%
14	971	1.7%
15	1592	2.9%

Value	Count	Frequency (%)
1311	1	< 0.1%
1090	2	< 0.1%
981	2	< 0.1%
976	1	< 0.1%
841	1	< 0.1%
778	1	< 0.1%
656	1	< 0.1%
591	2	< 0.1%
545	1	< 0.1%
527	1	< 0.1%

ALT
Real number (ℝ)

SKEWED

Distinct	245
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.036037

Minimum	1
Maximum	2914
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	1
5-th percentile	10
Q1	15
median	21
Q3	31
95-th percentile	62
Maximum	2914
Range	2913
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	30.947853
Coefficient of variation (CV)	1.1446889
Kurtosis	2331.6475
Mean	27.036037
Median Absolute Deviation (MAD)	7
Skewness	34.686797
Sum	1505691
Variance	957.7696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	2744	4.9%
16	2621	4.7%
17	2621	4.7%
14	2576	4.6%
18	2544	4.6%
13	2351	4.2%
19	2329	4.2%
20	2198	3.9%
12	2181	3.9%
21	2054	3.7%
Other values (235)	31473	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	1	< 0.1%
3	4	< 0.1%
4	25	< 0.1%
5	49	0.1%
6	115	0.2%
7	272	0.5%
8	503	0.9%
9	834	1.5%
10	1355	2.4%

Value	Count	Frequency (%)
2914	1	< 0.1%
2062	1	< 0.1%
1783	1	< 0.1%
1612	1	< 0.1%
1504	1	< 0.1%
1400	2	< 0.1%
1155	2	< 0.1%
745	2	< 0.1%
740	1	< 0.1%
713	1	< 0.1%

Gtp
Real number (ℝ)

Distinct	488
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.952201

Minimum	1
Maximum	999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	435.2 KiB

Quantile statistics

Minimum	1
5-th percentile	11
Q1	17
median	25
Q3	43
95-th percentile	112.45
Maximum	999
Range	998
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	50.290539
Coefficient of variation (CV)	1.2587677
Kurtosis	75.109281
Mean	39.952201
Median Absolute Deviation (MAD)	10
Skewness	6.7447977
Sum	2225018
Variance	2529.1383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	2117	3.8%
16	2109	3.8%
14	2085	3.7%
17	2055	3.7%
18	2013	3.6%
13	1874	3.4%
19	1821	3.3%
20	1775	3.2%
21	1680	3.0%
22	1595	2.9%
Other values (478)	36568	65.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
5	15	< 0.1%
6	47	0.1%
7	119	0.2%
8	230	0.4%
9	508	0.9%
10	909	1.6%

Value	Count	Frequency (%)
999	5	< 0.1%
976	1	< 0.1%
961	2	< 0.1%
933	2	< 0.1%
926	1	< 0.1%
910	1	< 0.1%
894	1	< 0.1%
875	1	< 0.1%
873	1	< 0.1%
850	1	< 0.1%

oral
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	54.5 KiB

True	55692

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	55692	100.0%

dental caries
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	435.2 KiB

0	43811
1	11881

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	55692
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	43811	78.7%
1	11881	21.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	43811	78.7%
1	11881	21.3%

Most occurring characters

Value	Count	Frequency (%)
0	43811	78.7%
1	11881	21.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	55692	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	43811	78.7%
1	11881	21.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	55692	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	43811	78.7%
1	11881	21.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	55692	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	43811	78.7%
1	11881	21.3%

tartar
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	54.5 KiB

True	30940
False	24752

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	30940	55.6%
False	24752	44.4%

smoking
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	435.2 KiB

0	35237
1	20455

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	55692
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	35237	63.3%
1	20455	36.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35237	63.3%
1	20455	36.7%

Most occurring characters

Value	Count	Frequency (%)
0	35237	63.3%
1	20455	36.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	55692	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	35237	63.3%
1	20455	36.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	55692	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	35237	63.3%
1	20455	36.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	55692	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	35237	63.3%
1	20455	36.7%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	ID	gender	age	height(cm)	weight(kg)	waist(cm)	eyesight(left)	eyesight(right)	hearing(left)	hearing(right)	systolic	relaxation	fasting blood sugar	Cholesterol	triglyceride	HDL	LDL	hemoglobin	Urine protein	serum creatinine	AST	ALT	Gtp	oral	dental caries	tartar	smoking
0	0	F	40	155	60	81.3	1.2	1.0	1.0	1.0	114.0	73.0	94.0	215.0	82.0	73.0	126.0	12.9	1.0	0.7	18.0	19.0	27.0	Y	0	Y	0
1	1	F	40	160	60	81.0	0.8	0.6	1.0	1.0	119.0	70.0	130.0	192.0	115.0	42.0	127.0	12.7	1.0	0.6	22.0	19.0	18.0	Y	0	Y	0
2	2	M	55	170	60	80.0	0.8	0.8	1.0	1.0	138.0	86.0	89.0	242.0	182.0	55.0	151.0	15.8	1.0	1.0	21.0	16.0	22.0	Y	0	N	1
3	3	M	40	165	70	88.0	1.5	1.5	1.0	1.0	100.0	60.0	96.0	322.0	254.0	45.0	226.0	14.7	1.0	1.0	19.0	26.0	18.0	Y	0	Y	0
4	4	F	40	155	60	86.0	1.0	1.0	1.0	1.0	120.0	74.0	80.0	184.0	74.0	62.0	107.0	12.5	1.0	0.6	16.0	14.0	22.0	Y	0	N	0
5	5	M	30	180	75	85.0	1.2	1.2	1.0	1.0	128.0	76.0	95.0	217.0	199.0	48.0	129.0	16.2	1.0	1.2	18.0	27.0	33.0	Y	0	Y	0
6	6	M	40	160	60	85.5	1.0	1.0	1.0	1.0	116.0	82.0	94.0	226.0	68.0	55.0	157.0	17.0	1.0	0.7	21.0	27.0	39.0	Y	1	Y	1
7	7	M	45	165	90	96.0	1.2	1.0	1.0	1.0	153.0	96.0	158.0	222.0	269.0	34.0	134.0	15.0	1.0	1.3	38.0	71.0	111.0	Y	0	Y	0
8	9	F	50	150	60	85.0	0.7	0.8	1.0	1.0	115.0	74.0	86.0	210.0	66.0	48.0	149.0	13.7	1.0	0.8	31.0	31.0	14.0	Y	0	N	0
9	10	M	45	175	75	89.0	1.0	1.0	1.0	1.0	113.0	64.0	94.0	198.0	147.0	43.0	126.0	16.0	1.0	0.8	26.0	24.0	63.0	Y	0	N	0

	ID	gender	age	height(cm)	weight(kg)	waist(cm)	eyesight(left)	eyesight(right)	hearing(left)	hearing(right)	systolic	relaxation	fasting blood sugar	Cholesterol	triglyceride	HDL	LDL	hemoglobin	Urine protein	serum creatinine	AST	ALT	Gtp	oral	dental caries	tartar	smoking
55682	55655	M	20	175	75	85.0	0.9	1.5	1.0	1.0	118.0	72.0	80.0	167.0	167.0	53.0	80.0	16.6	1.0	1.2	13.0	6.0	14.0	Y	0	Y	0
55683	55663	M	40	180	85	86.5	1.2	1.2	1.0	1.0	116.0	69.0	96.0	289.0	150.0	68.0	183.0	16.3	1.0	1.3	21.0	19.0	38.0	Y	0	N	0
55684	55666	M	40	170	65	85.0	1.2	1.2	1.0	1.0	106.0	69.0	85.0	192.0	162.0	44.0	116.0	15.6	1.0	1.1	22.0	25.0	33.0	Y	0	Y	1
55685	55671	M	40	170	80	90.5	1.2	1.5	1.0	1.0	130.0	84.0	91.0	216.0	121.0	57.0	135.0	14.8	1.0	0.9	16.0	28.0	68.0	Y	0	Y	0
55686	55673	F	60	150	50	75.0	1.0	1.2	1.0	1.0	102.0	60.0	85.0	179.0	53.0	52.0	116.0	12.6	1.0	0.8	26.0	21.0	14.0	Y	0	Y	0
55687	55676	F	40	170	65	75.0	0.9	0.9	1.0	1.0	110.0	68.0	89.0	213.0	99.0	75.0	118.0	12.3	1.0	0.6	14.0	7.0	10.0	Y	1	Y	0
55688	55681	F	45	160	50	70.0	1.2	1.2	1.0	1.0	101.0	62.0	89.0	166.0	69.0	73.0	79.0	14.0	1.0	0.9	20.0	12.0	14.0	Y	0	Y	0
55689	55683	F	55	160	50	68.5	1.0	1.2	1.0	1.0	117.0	72.0	88.0	158.0	77.0	79.0	63.0	12.4	1.0	0.5	17.0	11.0	12.0	Y	0	N	0
55690	55684	M	60	165	60	78.0	0.8	1.0	1.0	1.0	133.0	76.0	107.0	210.0	79.0	48.0	146.0	14.4	1.0	0.7	20.0	19.0	18.0	Y	0	N	0
55691	55691	M	55	160	65	85.0	0.9	0.7	1.0	1.0	124.0	75.0	82.0	213.0	142.0	34.0	150.0	15.0	1.0	0.8	26.0	29.0	41.0	Y	0	Y	1

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Missing values

Sample